1
|
Busby GB, Kulm S, Bolli A, Kintzle J, Domenico PD, Bottà G. Ancestry-specific polygenic risk scores are risk enhancers for clinical cardiovascular disease assessments. Nat Commun 2023; 14:7105. [PMID: 37925478 PMCID: PMC10625612 DOI: 10.1038/s41467-023-42897-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 10/25/2023] [Indexed: 11/06/2023] Open
Abstract
Clinical implementation of new prediction models requires evaluation of their utility in a broad range of intended use populations. Here we develop and validate ancestry-specific Polygenic Risk Scores (PRSs) for Coronary Artery Disease (CAD) using 29,389 individuals from diverse cohorts and genetic ancestry groups. The CAD PRSs outperform published scores with an average Odds Ratio per Standard Deviation of 1.57 (SD = 0.14) and identify between 12% and 24% of individuals with high genetic risk. Using this risk factor to reclassify borderline or intermediate 10 year Atherosclerotic Cardiovascular Disease (ASCVD) risk improves assessments for both CAD (Net Reclassification Improvement (NRI) = 13.14% (95% CI 9.23-17.06%)) and ASCVD (NRI = 10.70 (95% CI 7.35-14.05)) in an independent cohort of 9,691 individuals. Our analyses demonstrate that using PRSs as Risk Enhancers improves ASCVD risk assessments outlining an approach for guiding ASCVD prevention with genetic information.
Collapse
Affiliation(s)
| | - Scott Kulm
- Allelica Inc, 447 Broadway, New York, NY, 10013, USA
| | | | - Jen Kintzle
- Allelica Inc, 447 Broadway, New York, NY, 10013, USA
| | | | | |
Collapse
|
2
|
Guadagnini M, Amodeo P, Biscarini F, Bolli A, Moroni P. Observational study on dry period length and its associations with milk production, culling risk, and fertility in Italian dairy farms. J Dairy Sci 2023; 106:2630-2641. [PMID: 36823012 DOI: 10.3168/jds.2022-22326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 10/17/2022] [Indexed: 02/25/2023]
Abstract
From an initial data set involving 84,189 lactations, this research evaluated the relationship between dry period length (DPL) and milk production, culling risk, and fertility. The data set included a total of 48,297 multiparous cow lactation records, with a calving event occurring in 2019 and 2020, belonging to 62 Italian herds with at least 150 cows. The DPL was classified into 5 categories (<40, 40-49, 50-60, 61-70, and >70 d) and these categories were used to establish the association between DPL and the outcome variables. All data obtained were assessed with simple and multiple linear regressions and Cox proportional hazard models. Cumulative milk production at 60 d in milk (DIM) was the highest in DPL categories of 61 to 70 d (2,480.29 kg/cow) and 50 to 60 d (2,474.39 kg/cow), and the lowest in <40 d (2,281.29 kg/cow). Similarly, DPL categories 61 to 70 d (10,830.94. kg/cow) and 50 to 60 d (10,817.48 kg/cow) had the highest 305-d milk production, whereas the <40 d (10,200.96 kg/cow) had the lowest one. The groups with a DPL of 40 to 49 d and >70 d had slightly, but significant, lower milk production both as cumulative 60 DIM and predicted 305-d milk production. Culling risk had a curvilinear behavior, with DPL <40 d and DPL >70 d showing significantly higher odds for culling during the first 60 DIM compared with DPL of 50 to 60 d [relative risk (RR): 1.53; RR: 1.46]. Within the same comparison, DPL of 61 to 70 d also had a slightly higher risk for culling (RR: 1.13). The DPL was associated also with fertility, with DPL of 40 to 49 d and 50 to 60 d having the greatest odds for pregnancy within the first 200 DIM. The DPL of <40, 61 to 70, and >70 d were negatively associated with fertility and showed pregnancy risks of 0.87, 0.95, and 0.94, respectively. This paper reinforces the importance of DPL as we demonstrated its association with milk production, culling, and fertility. Despite being attractive for high production dairy cows, very short dry periods are at the same time also associated with higher culling risk, lower milk production and fertility. Long DPL is detrimental, especially regarding culling and fertility. In summary, reducing variability in DPL and avoiding extremes by improving reproductive performance, maximizing late lactation milk production and making wise decisions on dry-off timing, may lead to better performances and lower early culling under Italian dairy conditions.
Collapse
Affiliation(s)
- M Guadagnini
- Elanco Animal Health, Via dei Colatori 12, 50019 Sesto Fiorentino (FI), Italy.
| | - P Amodeo
- Dairy Science Specialist, Via Carpaccio 3, Milan, Milan, 20133, Italy
| | - F Biscarini
- Institute of Agricultural Biology and Biotechnology, National Research Council, 20133, Milan, Italy
| | - A Bolli
- Alta Italia s.r.l., Via Mascherpa 10, Paullo (MI) 20067, Italy
| | - P Moroni
- Dipartimento di Medicina Veterinaria e Scienze Animali, Università degli Studi di Milano, Lodi, 26900, Italy; Quality Milk Production Services, Animal Health Diagnostic Center, Cornell University, Ithaca, NY 14853
| |
Collapse
|
3
|
Affiliation(s)
- Alessandro Bolli
- Center for Genomic Medicine, Allelica, Rome, Italy (A.B., P.D.D., G. Bottà)
| | - Paolo Di Domenico
- Center for Genomic Medicine, Allelica, Rome, Italy (A.B., P.D.D., G. Bottà)
| | - Roberta Pastorino
- Department of Woman, Child, and Public Health, Gemelli University Hospital IRCCS, Rome, Italy (R.P.)
| | - George B Busby
- Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, United Kingdom (G. Busby)
| | - Giordano Bottà
- Center for Genomic Medicine, Allelica, Rome, Italy (A.B., P.D.D., G. Bottà)
| |
Collapse
|
4
|
Botta G, Bolli A, Di Domenico P. Optimal blood lipid levels counterbalance high polygenic risk of coronary artery disease in 130 000 individuals. Eur Heart J 2020. [DOI: 10.1093/ehjci/ehaa946.2808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Coronary artery disease (CAD) is a complex multifactorial disease leading cause of morbidity and mortality worldwide. Identifying individuals at high risk is crucial to guide life-style and therapeutics interventions. Polygenic Risk Score (PRS) is a weighted sum of common genetic variants that showed to be able to identify a population at greater than threefold risk of CAD compared to the average. Notably, individuals at high genetic risk who adhere to a healthy lifestyle displayed between two and three-fold relative risk reduction, compared to individuals with a poor lifestyle. Despite such evidences, a systematic assessment of the interplay between PRS and CAD risk factors such as blood lipid levels in contributing to the overall CAD risk is still lacking.
Methods
We analysed in more than 130.0000 individuals of the UK Biobank the association of incident CAD with PRS and blood lipids (LDL, TC, HDL, TC:HDL, LDL:HDL) using a Cox Proportional Hazard Model. We defined three populations: i) Carriers: PRS >95%, Reminders: PRS ≤95% and Reference: PRS ≤95% with optimal blood lipid levels. Carriers and Remainders were stratified by blood lipid levels according to international guidelines. We investigated a potential interaction between blood lipids and PRS and assessed the relative increased risk magnitude in Carriers and Reminders for different blood lipid levels.
Results
Carriers showed between two and three fold increased risk of incident CAD compared to Reminders at each non-optimal blood lipid level and their ratios. Carriers with LDL between 130 and 160 mg/dL showed higher CAD risk (HR 3.65, 95% CI 2.85–4.63) than Reminders with LDL above 190 mg/dL (HR 2.73, 95% CI 2.18–3.40). Despite that, Carriers displayed non significant increased risk respect to the Reference population for the following blood lipid thresholds: LDL <115 mg/dL, TC <200 mg/dL, HDL >70 mg/dL, LDL:HDL <2.0 and TC:HDL <3.5. The association between LDL cholesterol and CAD was modified by the PRS due to significant interaction (P-value <0.005). The magnitude of increased CAD risk by LDL was higher in Carriers (HR 1.64 95% CI 1.45–1.86 per LDL level) compared to Reminders (HR 1.40, 95% CI 1.34–1.46 per LDL level).
Conclusion
Using the largest prospective genotyped cohort available to date, we identified for the first time a significant interaction between LDL and genetics in determining CAD incidence. This result have deep implications in a CAD primary prevention perspective. For example individuals with high PRS and borderline-high LDL levels (130–159 mg/dL) are not currently considered to be at elevated risk, despite having higher CAD risk than Remainders with statin-recommended LDL level (>190 mg/dL). Finally, the evidence that optimal lipid levels counterbalance high genetic risk opens new scenarios in the research of targeted risk reduction in the era of precision medicine.
Association between PRS and lipid levels
Funding Acknowledgement
Type of funding source: Public grant(s) – EU funding. Main funding source(s): EIT Health
Collapse
|
5
|
Bolli A, Salvador A. Organizing principles underlying microorganism's growth-robustness trade-off. Free Radic Biol Med 2014; 75 Suppl 1:S48. [PMID: 26461393 DOI: 10.1016/j.freeradbiomed.2014.10.812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Growth Robustness Reciprocity (GRR) is an intriguing microbial manifestation: the impairment of microorganism's growth enhances their ability to resist acute stresses, and vice-versa. This is caused by regulatory interactions that determine higher expression of protection mechanisms in response to low growth rates. But because such regulatory mechanisms are species-specific, GRR must result from convergent evolution. Why does natural selection favor such an outcome? We used mathematical models of optimal cellular resource allocation to identify the general principles underlying GRR. Non-linear optimization allowed to predict allocation patterns of biosynthetic resources (ribosomes devoted to the synthesis of each cell component) that maximize growth. These models predict the down-regulation of stress defenses under high substrate availabilities and low stress levels. Under these conditions, stress tolerance ensues from growth-related damage dilution: the higher the substrate availability, the fastest the dilution of damaged proteins by newly synthesized proteins, the lower the accumulation of damaged components into the cell. In turn, under low substrate availability growth is too slow for effective damage dilution, and the expression of the defenses up to some optimal level then increases growth. As a consequence, slow-growing cells are pre-adapted to withstand acute stresses. Therefore, the observed negative correlation between growth and stress tolerance can be explained as a consequence of optimal resource allocation for maximal growth. We acknowledge fellowship SFRH/BPD/90065/2012 and grants PEst-C/SAU/LA0001/2013-2014 and FCOMP-01-0124-FEDER-020978 financed by FEDER through the "Programa Operacional Factores de Competitividade, COMPETE" and by national funds through "FCT, Fundação para a Ciência e a Tecnologia" (project PTDC/QUI-BIQ/119657/2010).
Collapse
Affiliation(s)
- Alessandro Bolli
- University of Coimbra (Center for Neuroscience and Cell Biology), Computational & Systems Biology, Portugal
| | - Armindo Salvador
- University of Coimbra (Center for Neuroscience and Cell Biology), Computational & Systems Biology, Portugal..
| |
Collapse
|
6
|
Bulzomi P, Bolli A, Galluzzo P, Acconcia F, Ascenzi P, Marino M. The naringenin-induced proapoptotic effect in breast cancer cell lines holds out against a high bisphenol a background. IUBMB Life 2012; 64:690-6. [PMID: 22692793 DOI: 10.1002/iub.1049] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Accepted: 04/17/2012] [Indexed: 12/19/2022]
Abstract
Fruit and vegetable consumption has generally been associated with the prevention or suppression of cancer. However, food could contain a multitude of chemicals (e.g., bisphenol A; BPA) that could synergize or antagonize the effects of diet-derived compounds. Remarkably, food containers (e.g., water and infant bottles) are the largest source of exposure to BPA for human beings. Here, the effects of the coexposure of naringenin (Nar, 1.0 × 10(-9) M to 1.0 × 10(-4) M) and BPA (1.0 × 10(-5) M) in estrogen-dependent breast cancer cell lines expressing (i.e., MCF-7 and T47D) or not expressing (i.e., MDA-MB-231) estrogen receptor α (ERα) are reported. Although both Nar and BPA bind to ERα, they induce opposite effects on breast cancer cell growth. BPA induces cell proliferation, whereas Nar only decreases the number of ERα-positive cells (i.e., MCF-7 and T47D). Notably, even in the presence of BPA, Nar impairs breast cancer cell proliferation by activating caspase-3. The molecular pathways involved require p38 activation, whereas, the BPA-induced AKT activation is completely prevented by the Nar treatment. As a whole, Nar maintains its proapoptotic effects even in the presence of the food contaminant BPA, thus, enlarging the chemopreventive potential of this flavanone.
Collapse
Affiliation(s)
- Pamela Bulzomi
- Department of Biology, University Roma Tre, Viale G. Marconi 446, I-00146 Roma, Italy
| | | | | | | | | | | |
Collapse
|
7
|
Bulzomi P, Galluzzo P, Bolli A, Leone S, Acconcia F, Marino M. The pro-apoptotic effect of quercetin in cancer cell lines requires ERβ-dependent signals. J Cell Physiol 2012; 227:1891-8. [PMID: 21732360 DOI: 10.1002/jcp.22917] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Quercetin has potentially beneficial effects on disease prevention, including cancer. An intriguing issue regarding the mechanisms of action of quercetin is the ability of this drug to modulate estrogen receptor (ER) activities. In a previous study, we demonstrated that quercetin elicited apoptosis through an ERα-dependent mechanism. However, the contribution of ERβ in quercetin-induced apoptosis remains elusive. Here, we report that quercetin, at nutritionally relevant concentrations, mimicked the 17β-estradiol (E2)-induced apoptotic effect in both ERβ1-transfected HeLa and in ERβ1-containing DLD-1 colon cancer cell lines by inducing the activation of p38. p38 activation is responsible for pro-apoptotic activation of caspase-3 and the cleavage of poly(ADP-ribose) polymerase. Notably, no inactivation or downregulation of the survival kinases (i.e., AKT and ERK1/2) or the antiapoptotic protein Bcl-2 was observed after quercetin stimulation. On the contrary, quercetin acted similarly to E2 by increasing the levels of the oncosuppressor protein PTEN and by impeding ERβ-dependent cyclin D1 promoter activity, which subsequently resulted in the transcription of the estrogen-responsive element remaining unchanged. As a whole, these data indicate that quercetin mimics the E2 effects in the presence of ERβ1, thus maintaining its anti-carcinogenic potential. In addition, the quercetin pro-apoptotic action in the presence of ERα may render it as a dual-sided protective agent against E2-related cancer in the reduction of tumour growth in organs that express ERα and/or ERβ.
Collapse
|
8
|
Bolli A, Marino M. Current and future development of estrogen receptor ligands: applications in estrogen-related cancers. ACTA ACUST UNITED AC 2012; 5:210-29. [PMID: 21913884 DOI: 10.2174/187221411797265881] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2010] [Revised: 07/04/2011] [Accepted: 06/29/2011] [Indexed: 12/14/2022]
Abstract
17β;-Estradiol (E2), via its cognate receptors (ERs), regulates several aspects of human physiology including development, reproduction and tissue homeostasis. Consequently, E2 could also be implicated in the development or progression of several pathologies, including cancer. Two different ER subtypes are present in mammals (ERβ and ERβ), which display specific roles in E2-related cancers, different tissue distribution, and multiple action mechanisms (i.e., genomic and extranuclear mechanisms). Here, the complex pattern of the relative contribution of each ER subtype in the E2- dependent cancers has been summarized by taking into consideration the molecular events which occur both in the nucleus and in extranuclear compartments. In the second part of this paper, we reviewed the current literature available on the drug-targeting of the ERs, as well as the recent literature and patents describing new and upcoming molecules. These new molecules will probably greatly improve the repertoire of anti-hormonal therapeutic strategies. However, further new drug design programs, which should include all molecular mechanisms at the basis of ER biology, are needed to expand the anti-ER treatments in new and more efficient therapeutic directions. This review also outlines relevant patents.
Collapse
|
9
|
Ascenzi P, Bolli A, Gullotta F, Fanali G, Fasano M. Drug binding to sudlow's site i impairs allosterically human serum heme-albumin-catalyzed peroxynitrite detoxification, iubmb life 2010 oct;62(10):776-80. IUBMB Life 2011. [DOI: 10.1002/iub.548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
10
|
|
11
|
Bolli A, Bulzomi P, Galluzzo P, Acconcia F, Marino M. Bisphenol A impairs estradiol-induced protective effects against DLD-1 colon cancer cell growth. IUBMB Life 2011; 62:684-7. [PMID: 20836126 DOI: 10.1002/iub.370] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Bisphenol A (BPA), a prototype of endocrine disruptors, mimics 17β-estradiol (E2)-induced proliferation in several cancer cells by binding to estrogen receptor α (ERα). However, scarce and conflicting data are available concerning the effect of BPA on estrogen receptor β (ERβ)-mediated functions. Here, the detailed analysis of the effect of BPA, alone or in combination with E2, on ERβ-mediated cellular functions is reported in ERβ-expressing colon cancer cell line. BPA binds to ERβ without activating any receptor activities. On the other hand, BPA inhibits E2-induced genomic activity of ERβ as well as ERβ extra-nuclear activities (i.e., ERβ:p38 association and p38 activation). As a consequence, BPA impairs the E2-induced activation of the apoptotic cascade which is at the root of the protective role played by the hormone against colon cancer growth. Thus, women may be considered a highly susceptible population with an increased risk of colon cancers after BPA exposures.
Collapse
|
12
|
di Masi A, Gullotta F, Bolli A, Fanali G, Fasano M, Ascenzi P. Ibuprofen binding to secondary sites allosterically modulates the spectroscopic and catalytic properties of human serum heme-albumin. FEBS J 2011; 278:654-62. [DOI: 10.1111/j.1742-4658.2010.07986.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
|
13
|
Ascenzi P, Bolli A, Gullotta F, Fanali G, Fasano M. Erratum: Drug binding to Sudlow's site I impairs allosterically human serum heme-albumin-catalyzed peroxynitrite detoxification. IUBMB Life 2010. [DOI: 10.1002/iub.403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
|
14
|
Ascenzi P, Bolli A, Gullotta F, Fanali G, Fasano M. Drug binding to Sudlow's site I impairs allosterically human serum heme-albumin-catalyzed peroxynitrite detoxification. IUBMB Life 2010; 62:776-80. [DOI: 10.1002/iub.381] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
|
15
|
Fanali G, Rampoldi V, di Masi A, Bolli A, Lopiano L, Ascenzi P, Fasano M. Binding of anti-Parkinson's disease drugs to human serum albumin is allosterically modulated. IUBMB Life 2010; 62:371-6. [PMID: 20225277 DOI: 10.1002/iub.317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Binding of drugs to plasma proteins is an important determinant for their efficacy because it modulates drug availability to the intended target. Co-administered drugs may bind to the same protein site or to different functionally linked clefts following competitive and allosteric mechanisms. Here, we report a thermodynamic and computational characterization of the binding mode of apomorphine and benserazide, two therapeutic agents co-administered in the treatment of Parkinson's disease, to human serum albumin (HSA). Apomorphine binds to HSA with a simple equilibrium (K(d) = 3.1 x 10(-6) M). Conversely, benserazide binds to HSA with two independent equilibria (K(d1)< or = 10(-6) M and K(d2) = 5.0 x 10(-5) M). Values of K(d) and K(d2) increase to 1.5 x 10(-5) M and 5.0 x 10(-4) M, respectively, in the presence of heme. Accordingly, the K(d) value for heme binding to HSA increases from 5.0 x 10(-7) M to 4.8 x 10(-6) M and 9.2 x 10(-7) M, in the presence of saturating amounts of apomorphine and benserazide, respectively. The K(d1) value for benserazide binding to HSA is not affected by heme binding, whereas apomorphine and benserazide inhibit warfarin binding to HSA, and vice versa. Therefore, apomorphine and the second benserazide molecule bind to the warfarin site, allosterically linked to the heme site. Simulated docking of apomorphine and benserazide into the warfarin site provides favorable values of intermolecular energy (-23.0 kJ mol(-1) and -15.2 kJ mol(-1), respectively). Considering the apomorphine, benserazide, and HSA-heme plasma levels and the possible co-administration of warfarin, these results appear relevant in the management of patients affected by Parkinson's disease.
Collapse
Affiliation(s)
- Gabriella Fanali
- Department of Structural and Functional Biology, Center of Neuroscience, University of Insubria, Busto Arsizio (VA), Italy
| | | | | | | | | | | | | |
Collapse
|
16
|
Bolli A, Marino M, Rimbach G, Fanali G, Fasano M, Ascenzi P. Flavonoid binding to human serum albumin. Biochem Biophys Res Commun 2010; 398:444-9. [PMID: 20599706 DOI: 10.1016/j.bbrc.2010.06.096] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2010] [Accepted: 06/24/2010] [Indexed: 12/24/2022]
Abstract
Dietary flavonoid may have beneficial effects in the prevention of chronic diseases. However, flavonoid bioavailability is often poor probably due to their interaction with plasma proteins. Here, the affinity of daidzein and daidzein metabolites as well as of genistein, naringenin, and quercetin for human serum albumin (HSA) has been assessed in the absence and presence of oleate. Values of the dissociation equilibrium constant (K) for binding of flavonoids and related metabolites to Sudlow's site I range between 3.3x10(-6) and 3.9x10(-5)M, at pH 7.0 and 20.0 degrees C, indicating that these flavonoids are mainly bound to HSA in vivo. Values of K increase (i.e., the flavonoid affinity decreases) in the presence of saturating amounts of oleate by about two folds. Present data indicate a novel role of fatty acids as allosteric inhibitors of flavonoid bioavailability, and appear to be relevant in rationalizing the interference between dietary compounds, food supplements, and drugs.
Collapse
Affiliation(s)
- Alessandro Bolli
- Department of Biology, University Roma Tre, Viale Guglielmo Marconi 446, I-00146 Roma, Italy
| | | | | | | | | | | |
Collapse
|
17
|
Bulzomi P, Bolli A, Galluzzo P, Leone S, Acconcia F, Marino M. Naringenin and 17beta-estradiol coadministration prevents hormone-induced human cancer cell growth. IUBMB Life 2010; 62:51-60. [PMID: 19960539 DOI: 10.1002/iub.279] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Flavonoids have been described as health-promoting, disease-preventing dietary components. In vivo and in vitro experiments also support a protective effect of flavonoids to reduce the incidence of certain hormone-responsive cancers. In particular, our previous results indicate that the flavanone naringenin (Nar), decoupling estrogen receptor alpha (ERalpha) action mechanisms, drives cancer cells to apoptosis. Because these studies were conducted in the absence of the endogenous hormone 17beta-estradiol (E2), the physiological relevance of these findings is not clear. We investigate whether the antiproliferative Nar effect persists in the presence of physiological E2 concentration (i.e. 10 nM), using both ERalpha-transfected (HeLa cells) and ERalpha-containing (HepG2 cells) cancer cell lines. Ligand saturation experiments indicate that Nar decreases the binding of E2 to ERalpha without impairing the estrogen response element (ERE)-driven reporter plasmid activity. In contrast, Nar stimulation prevents E2-induced extracellular regulated kinases (ERK1/2) and AKT activation and still induces the activation of p38, the proapoptotic member of mitogen-activating protein kinase (MAPK) family. As a consequence, Nar stimulation impedes the E2-induced transcription of cyclin D1 promoter and reverts the E2-induced cell proliferation, driving cancer cell to apoptosis. Thus, these results suggest that coexposure to this low-affinity, low-potency ligand for ERalpha specifically antagonizes the E2-induced ERalpha-dependent rapid signals by reducing the effect of the endogenous hormone in promoting cellular proliferation. As a whole, these data indicate that Nar is an excellent candidate as a chemopreventive agent in E2-dependent cancers.
Collapse
Affiliation(s)
- Pamela Bulzomi
- Department of Biology, University Roma Tre, Viale G. Marconi, I-00146 Roma, Italy
| | | | | | | | | | | |
Collapse
|
18
|
Comitato R, Nesaretnam K, Leoni G, Ambra R, Canali R, Bolli A, Marino M, Virgili F. A novel mechanism of natural vitamin E tocotrienol activity: involvement of ERbeta signal transduction. Am J Physiol Endocrinol Metab 2009; 297:E427-37. [PMID: 19491296 DOI: 10.1152/ajpendo.00187.2009] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Vitamin E is a generic term used to indicate all tocopherol (TOC) and tocotrienol (TT) derivates. In the last few years, several papers have shown that a TT-rich fraction (TTRF) extracted from palm oil inhibits proliferation and induces apoptosis in a large number of cancer cells. However, the molecular mechanism(s) involved in TT action is still unclear. In the present study, we proposed for the first time a novel mechanism for TT activity that involves estrogen receptor (ER) signaling. In silico simulations and in vitro binding analyses indicated a high affinity of TTs for ERbeta but not for ERalpha. In addition, in ERbeta-containing MDA-MB-231 breast cancer cells, we demonstrated that TTs increase the ERbeta translocation into the nucleus, which in turn activates estrogen-responsive genes (MIC-1, EGR-1 and cathepsin D), as demonstrated by cell preincubation with the ER inhibitor ICI-182,780. Finally, we observed that TT treatment is associated with alteration of cell morphology, DNA fragmentation, and caspase-3 activation. Altogether, these experiments elucidated the molecular mechanism underling gamma- and delta-TT effects.
Collapse
|
19
|
Bontempo P, Mita L, Doto A, Miceli M, Nebbioso A, Lepore I, Franci G, Menafra R, Carafa V, Conte M, De Bellis F, Manzo F, Di Cerbo V, Benedetti R, D'Amato L, Marino M, Bolli A, Del Pozzo G, Diano N, Portaccio M, Mita GD, Vietri MT, Cioffi M, Nola E, Dell'aversana C, Sica V, Molinari AM, Altucci L. Molecular analysis of the apoptotic effects of BPA in acute myeloid leukemia cells. J Transl Med 2009; 7:48. [PMID: 19538739 PMCID: PMC2717713 DOI: 10.1186/1479-5876-7-48] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2009] [Accepted: 06/18/2009] [Indexed: 11/23/2022] Open
Abstract
Background: BPA (bisphenol A or 2,2-bis(4-hydroxy-phenol)propane) is present in the manufacture of polycarbonate plastic and epoxy resins, which can be used in impact-resistant safety equipment and baby bottles, as protective coatings inside metal food containers, and as composites and sealants in dentistry. Recently, attention has focused on the estrogen-like and carcinogenic adverse effects of BPA. Thus, it is necessary to investigate the cytotoxicity and apoptosis-inducing activity of this compound. Methods: Cell cycle, apoptosis and differentiation analyses; western blots. Results: BPA is able to induce cell cycle arrest and apoptosis in three different acute myeloid leukemias. Although some granulocytic differentiation concomitantly occurred in NB4 cells upon BPA treatment, the major action was the induction of apoptosis. BPA mediated apoptosis was caspase dependent and occurred by activation of extrinsic and intrinsic cell death pathways modulating both FAS and TRAIL and by inducing BAD phosphorylation in NB4 cells. Finally, also non genomic actions such as the early decrease of both ERK and AKT phosphorylation were induced by BPA thus indicating that a complex intersection of regulations occur for the apoptotic action of BPA. Conclusion: BPA is able to induce apoptosis in leukemia cells via caspase activation and involvement of both intrinsic and extrinsic pathways of apoptosis.
Collapse
Affiliation(s)
- Paola Bontempo
- Dipartimento di Patologia generale, Seconda Università di Napoli, Via L, De Crecchio 7, Napoli, Italy.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Galluzzo P, Martini C, Bulzomi P, Leone S, Bolli A, Pallottini V, Marino M. Quercetin-induced apoptotic cascade in cancer cells: Antioxidantversusestrogen receptor α-dependent mechanisms. Mol Nutr Food Res 2009; 53:699-708. [DOI: 10.1002/mnfr.200800239] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
|
21
|
Ricupito A, Del Pozzo G, Diano N, Grano V, Portaccio M, Marino M, Bolli A, Galluzzo P, Bontempo P, Mita L, Altucci L, Mita DG. Effect of bisphenol A with or without enzyme treatment on the proliferation and viability of MCF-7 cells. Environ Int 2009; 35:21-26. [PMID: 18640724 DOI: 10.1016/j.envint.2008.05.011] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2008] [Revised: 05/20/2008] [Accepted: 05/30/2008] [Indexed: 05/26/2023]
Abstract
Recently, aqueous solutions polluted by BPA have been bioremediated by us using laccase immobilized on hydrophobic membranes in non-isothermal bioreactors. BPA degradation was checked using analytical methods. To assess in vitro the occurred bioremediation, the proliferation and viability indexes of MCF-7 cells incubated in the presence of aqueous solutions of BPA, or of enzyme-treated BPA solutions, have been measured as a function of the initial BPA concentration. The results demonstrated that: i) at each initial BPA concentration used, both the proliferation and viability indexes are a function of the duration of enzyme treatment; ii) proliferation and viability are uncoupled biological processes with respect to BPA enzyme treatment. Non-isothermal bioreactors are a useful tool for the bioremediation of aqueous solutions polluted by BPA, which is an example of an endocrine disruptor that belongs to the alkyl phenol family.
Collapse
Affiliation(s)
- A Ricupito
- National Institute of Biosystems and Biostructures, Viale Medaglie d'Oro, 305, 00136 Rome, Italy
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
22
|
Pesce A, Thijs L, Nardini M, Desmet F, Sisinni L, Gourlay L, Bolli A, Coletta M, Van Doorslaer S, Wan X, Alam M, Ascenzi P, Moens L, Bolognesi M, Dewilde S. HisE11 and HisF8 provide bis-histidyl heme hexa-coordination in the globin domain of Geobacter sulfurreducens globin-coupled sensor. J Mol Biol 2008; 386:246-60. [PMID: 19109973 DOI: 10.1016/j.jmb.2008.12.023] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2008] [Revised: 12/05/2008] [Accepted: 12/09/2008] [Indexed: 02/08/2023]
Abstract
Among heme-based sensors, recent phylogenomic and sequence analyses have identified 34 globin coupled sensors (GCS), to which an aerotactic or gene-regulating function has been tentatively ascribed. Here, the structural and biochemical characterization of the globin domain of the GCS from Geobacter sulfurreducens (GsGCS(162)) is reported. A combination of X-ray crystallography (crystal structure at 1.5 A resolution), UV-vis and resonance Raman spectroscopy reveals the ferric GsGCS(162) as an example of bis-histidyl hexa-coordinated GCS. In contrast to the known hexa-coordinated globins, the distal heme-coordination in ferric GsGCS(162) is provided by a His residue unexpectedly located at the E11 topological site. Furthermore, UV-vis and resonance Raman spectroscopy indicated that ferrous deoxygenated GsGCS(162) is a penta-/hexa-coordinated mixture, and the heme hexa-to-penta-coordination transition does not represent a rate-limiting step for carbonylation kinetics. Lastly, electron paramagnetic resonance indicates that ferrous nitrosylated GsGCS(162) is a penta-coordinated species, where the proximal HisF8-Fe bond is severed.
Collapse
Affiliation(s)
- Alessandra Pesce
- Department of Physics, CNISM and Center for Excellence in Biomedical Research, University of Genova, Via Dodecaneso, 33, I-16146 Genova, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
23
|
Bolli A, Ciaccio C, Coletta M, Nardini M, Bolognesi M, Pesce A, Guertin M, Visca P, Ascenzi P. Ferrous Campylobacter jejuni truncated hemoglobin P displays an extremely high reactivity for cyanide - a comparative study. FEBS J 2008; 275:633-45. [DOI: 10.1111/j.1742-4658.2007.06223.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
24
|
Thijs L, Vinck E, Bolli A, Trandafir F, Wan X, Hoogewijs D, Coletta M, Fago A, Weber RE, Van Doorslaer S, Ascenzi P, Alam M, Moens L, Dewilde S. Characterization of a globin-coupled oxygen sensor with a gene-regulating function. J Biol Chem 2007; 282:37325-40. [PMID: 17925395 DOI: 10.1074/jbc.m705541200] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Globin-coupled sensors (GCSs) are multiple-domain transducers, consisting of a regulatory globin-like heme-binding domain and a linked transducer domain(s). GCSs have been described in both Archaea and bacteria. They are generally assumed to bind O(2) (and perhaps other gaseous ligands) and to transmit a conformational change signal through the transducer domain in response to fluctuating O(2) levels. In this study, the heme-binding domain, AvGReg178, and the full protein, AvGReg of the Azotobacter vinelandii GCS, were cloned, expressed, and purified. After purification, the heme iron of AvGReg178 was found to bind O(2). This form was stable over many hours. In contrast, the predominant presence of a bis-histidine coordinate heme in ferric AvGReg was revealed. Differences in the heme pocket structure were also observed for the deoxygenated ferrous state of these proteins. The spectra showed that the deoxygenated ferrous derivatives of AvGReg178 and AvGReg are characterized by a penta-coordinate and hexa-coordinate heme iron, respectively. O(2) binding isotherms indicate that AvGReg178 and AvGReg show a high affinity for O(2) with P(50) values at 20 degrees C of 0.04 and 0.15 torr, respectively. Kinetics of CO binding indicate that AvGReg178 carbonylation conforms to a monophasic process, comparable with that of myoglobin, whereas AvGReg carbonylation conforms to a three-phasic reaction, as observed for several proteins with bis-histidine heme iron coordination. Besides sensing ligands, in vitro data suggest that AvGReg(178) may have a role in O(2)-mediated NO-detoxification, yielding metAvGReg(178) and nitrate.
Collapse
Affiliation(s)
- Liesbet Thijs
- Department of Biomedical Sciences, University of Antwerp, Universiteitsplein 1, B-2610, Antwerp, Belgium
| | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
25
|
Nardini M, Pesce A, Labarre M, Richard C, Bolli A, Ascenzi P, Guertin M, Bolognesi M. Structural Determinants in the Group III Truncated Hemoglobin from Campylobacter jejuni. J Biol Chem 2006; 281:37803-12. [PMID: 17023416 DOI: 10.1074/jbc.m607254200] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Truncated hemoglobins (trHbs) constitute a distinct lineage in the globin superfamily, distantly related in size and fold to myoglobin and monomeric hemoglobins. Their phylogenetic analyses revealed that three groups (I, II, and III) compose the trHb family. Group I and II trHbs adopt a simplified globin fold, essentially composed of a 2-on-2 alpha-helical sandwich, wrapped around the heme group. So far no structural data have been reported for group III trHbs. Here we report the three-dimensional structure of the group III trHbP from the eubacterium Campylobacter jejuni. The 2.15-A resolution crystal structure of C. jejuni trHbP (cyano-met form) shows that the 2-on-2 trHb fold is substantially conserved in the trHb group III, despite the absence of the Gly-based sequence motifs that were considered necessary for the attainment of the trHb specific fold. The heme crevice presents important structural modifications in the C-E region and in the FG helical hinge, with novel surface clefts at the proximal heme site. Contrary to what has been observed for group I and II trHbs, no protein matrix tunnel/cavity system is evident in C. jejuni trHbP. A gating movement of His(E7) side chain (found in two alternate conformations in the crystal structure) may be instrumental for ligand entry to the heme distal site. Sequence conservation allows extrapolating part of the structural results here reported to the whole trHb group III.
Collapse
Affiliation(s)
- Marco Nardini
- Department of Biomolecular Sciences and Biotechnology, and CNR-INFM, University of Milano, I-20131 Milano, Italy
| | | | | | | | | | | | | | | |
Collapse
|
26
|
Abstract
Multimeric proteins (e.g. hemoglobin) are considered to be the prototypes of allosteric enzymes, whereas monomeric proteins (e.g. myoglobin) usually are assumed to be nonallosteric. However, the modulation of the functional properties of monomeric proteins by heterotropic allosteric effectors casts doubts on this assumption. Here, the allosteric properties of sperm whale myoglobin, human serum albumin, and human α-thrombin, generally considered as molecular models of monomeric proteins, are summarized.
Collapse
Affiliation(s)
- Paolo Ascenzi
- Dipartimento di Biologia and Laboratorio Interdipartimentale di Microscopia Elettronica, Università "Roma Tre," Viale Guglielmo Marconi 446, I-00146 Roma, Italy; Istituto Nazionale per le Malattie Infettive I.R.C.C.S. "Lazzaro Spallanzani," Via Portuense 292, I-00149 Roma, Italy.
| | | | | | | | | | | |
Collapse
|
27
|
Polticelli F, Zaini G, Bolli A, Antonini G, Gradoni L, Ascenzi P. Probing the Cruzain S2 Recognition Subsite: A Kinetic and Binding Energy Calculation Study. Biochemistry 2005; 44:2781-9. [PMID: 15723522 DOI: 10.1021/bi048417v] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Cysteine proteases are relevant to several aspects of the parasite life cycle and the parasite-host relationship. Moreover, they appear as promising targets for antiparasite chemotherapy. Here, a quantitative investigation on the catalytic properties of cruzain, the papain-like cysteine protease from epimastigotes of Trypanosoma cruzi, is reported. The results indicate that kinetics for the cruzain catalyzed hydrolysis of N-alpha-benzyloxycarbonyl-l-arginyl-l-alanine-(7-amino-4-methylcoumarin), N-alpha-benzyloxycarbonyl-l-phenylalanyl-l-alanine-(7-amino-4-methylcoumarin), and N-alpha-benzyloxycarbonyl-l-tyrosyl-l-alanine-(7-amino-4-methylcoumarin) can be consistently fitted to the minimum three-step mechanism of cysteine proteases involving the acyl.enzyme intermediate E.P; the deacylation step is rate-limiting in enzyme catalysis. Remarkably, these substrates show identical catalytic parameters. This reflects the ability of the cruzain Glu205 residue, located at the bottom of the S(2) subsite, to neutralize the substrate/inhibitor polar P(2) residues (e.g., Arg or Tyr) and to be solvent-exposed when substrate/inhibitor nonpolar P(2) residues (e.g., Phe) fit the S(2) subsite. More complex catalytic mechanisms are also discussed. Binding free-energy calculation provides a quantitative framework for the interpretation of these results; in particular, direct evidence for the compensatory effect between Coulomb interaction(s) and solvation effect(s) is reported. These results appear of general significance for a deeper understanding of (macro)molecular recognition and for the rational design of novel inhibitors of parasitic cysteine proteases.
Collapse
Affiliation(s)
- Fabio Polticelli
- Dipartimento di Biologia and Laboratorio Interdipartimentale per la Microscopia Elettronica, Università Roma Tre, Viale Guglielmo Marconi 446, I-00146 Roma, Italy.
| | | | | | | | | | | |
Collapse
|
28
|
Abstract
Human serum albumin (HSA), the most prominent protein in plasma, is best known for its exceptional ligand (i.e., drug) binding capacity. Here, values of the dissociation equilibrium constant (Kd)for the binding of HIV protease and reverse transcriptase inhibitors to HSA are reported. The binding of abacavir, atazanavir,didanosine, efavirenz, emtricitabine, lamivudine, nelfinavir,nevirapine, ritonavir, saquinavir, stavudine, zalcitabine, and zidovudine to the Sudlow site I (i.e., the warfarin cleft) located in the subdomain IIA involves the alteration of the HSA structure around Trp214 and induces intrinsic tryptophan fluorescence quenching. Accordingly, ibuprofen that primarily binds to the Sudlow site II located in the subdomain IIIA does not affect the HSA intrinsic tryptophan fluorescence and the binding of anti-HIV drugs to the Sudlow site 1. Accounting for the physiological concentration of HSA (= 7.0 x 10(-4) M), the average anti-HIV drug concentration in plasma (= 1.0 x 10(-4) M), and Kd values for the binding of anti-HIV drugs to HSA (ranging between 4.4 x 10(-5)M and 3.8 x 10(-4) M), it appears that the fraction of HIV protease and reverse transcriptase inhibitors bound to HSA ranges between 63% and 91%. This represents a significant drawback in the anti-HIV therapy and management, the anti-HIV drug concentration required to achieve 90% protease and reverse transcriptase inhibition in the presence of plasma proteins appears to be at least one order of magnitude higher than that required in their absence.
Collapse
Affiliation(s)
- Alessio Bocedi
- National Institute for Infectious Diseases IRCCS Lazzaro Spallanzani, Via Portuense 292, I-00149 Rome, Italy
| | | | | | | | | | | |
Collapse
|
29
|
Schiffmann H, Rathgeber J, Singer D, Harms K, Bolli A, Züchner K. Airway humidification in mechanically ventilated neonates and infants: a comparative study of a heat and moisture exchanger vs. a heated humidifier using a new fast-response capacitive humidity sensor. Crit Care Med 1997; 25:1755-60. [PMID: 9377894 DOI: 10.1097/00003246-199710000-00029] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To study the efficiency of a heated humidifier and a heat and moisture exchanger in mechanically ventilated neonates and infants. DESIGN Prospective, controlled, clinical study. SETTING University pediatric intensive care unit. PATIENTS Forty neonates and infants who needed mechanical ventilation were enrolled in the study. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A heat and moisture exchanger and active airway humidification were alternately used in the same patients to exclude interindividual differences in airway humidification. Airway humidity was measured by a new fast-response capacitive humidity sensor which measures airway humidity with an acquisition rate of 20 Hz throughout the respiratory cycle. The humidity sensor was placed at the endotracheal tube adapter. Measurements were done at the beginning and at the end of three consecutive sessions of passive, active, and again passive airway humidification, each session lasting 6 hrs. There was no significant difference between mean inspiratory airway humidity with the heated humidifier (33.8 +/- 2.9 mg/L) and with the heat and moisture exchanger (34.0 +/- 2.6 mg/L). Moreover, the mode of airway humidification did not significantly influence body temperature or PCO2. No serious side effects such as endotracheal tube occlusion were observed. CONCLUSIONS Passive airway humidification by a heat and moisture exchanger is effective in mechanically ventilated neonates and infants over a 6-hr period. However, the performance and safety of a heat and moisture exchanger in prolonged mechanical ventilation remain to be proven.
Collapse
Affiliation(s)
- H Schiffmann
- Department of Pediatrics, University of Göttingen, Germany
| | | | | | | | | | | |
Collapse
|